Int. J. of Data Mining, Modelling and Management   »   2017 Vol.9, No.4

 

 

Title: The dynamics of Wikipedia article revisions: an analysis of revision activities and patterns

 

Authors: Zhongming Ma; Jie Tao; Jing Hu

 

Addresses:
California State Polytechnic University, 3801 West Temple Avenue, Pomona CA, 91768, USA
Fairfield University, 1073 North Benson Road, Fairfield, CT, 06824, USA
California State Polytechnic University, 3801 West Temple Avenue, Pomona CA, 91768, USA

 

Abstract: To study the dynamics of revision activities of Wikipedia articles, we define 14 revision actions, annotate 6,950 revisions from 20 articles in four quality ranks (C, B, GA, and FA), and analyse revisions and revision actions in ten consecutive time periods. We identify four revision patterns: 1) revision actions at the sentence and link levels appear in similar paces; 2) the numbers of revision actions at sentence and link levels comparatively evenly grow with the article's age prior to the last time period; 3) the paces of media and reference-level actions tend to be lagged behind sentence and link-level actions; 4) before being promoted to the GA or FA rank, articles nominated to the GA or FA rank exhibit a significant rising pattern in amounts of revisions and revision actions. This pattern is validated with a larger set of 533 articles.

 

Keywords: crowdsourcing; collaborative processes; Wikipedia; revision behaviours.

 

DOI: 10.1504/IJDMMM.2017.10009454

 

Int. J. of Data Mining, Modelling and Management, 2017 Vol.9, No.4, pp.298 - 314

 

Date of acceptance: 10 Apr 2017
Available online: 01 Dec 2017

 

 

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